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GaryMarcus's profile
Gary Marcus
Gary Marcus
Gary Marcus
@GaryMarcus

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Gary Marcus

@GaryMarcus

CEO/Founder of http://Robust.AI ; cognitive scientist, and best-selling author. New book: http://Rebooting.AI : Building Artificial Intelligence We Can Trust

garymarcus.com
Joined December 2010

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    1. Amy Kotsenas, MD‏ @AmyKotsenas Sep 9
      • Report Tweet

      Amy Kotsenas, MD Retweeted Gary Marcus

      “Correlation does not equal causation.” #ArtificialIntelligence #AI #MachineLearninghttps://twitter.com/GaryMarcus/status/1170912860815396864 …

      Amy Kotsenas, MD added,

      Gary Marcus @GaryMarcus
      “The biggest problem in AI? Machines have no common sense.” First in a terrific series of videos ⁦@bigthink⁩ launching http://rebooting.ai  https://bigthink.com/videos/machines-have-no-common-sense- …
      2 replies 8 retweets 32 likes
    2. Alex Vasilescu‏ @AlexVasilescu Sep 9
      • Report Tweet
      Replying to @AmyKotsenas @GaryMarcus

      No one in AI/ML would ever say something so silly. Why bring it up? Causation may be established through randomized experiments, or by varying each hypothesized causal factor in turn while holding the rest fixed. 2nd order statistics may then be used to represent causal factors.

      2 replies 0 retweets 4 likes
    3. Keith‏ @keithwynroe Sep 9
      • Report Tweet
      Replying to @AlexVasilescu @AmyKotsenas @GaryMarcus

      Knowing which variables to try controlling for requires already having a causal model in the first place though - otherwise controlling can either uncover/obscure causal factors depending on whether it's a confounder/mediator/blocker

      2 replies 0 retweets 4 likes
    4. Gary Marcus‏ @GaryMarcus Sep 9
      • Report Tweet
      Replying to @keithwynroe @AlexVasilescu @AmyKotsenas

      teenagers induce causal models of alternative worlds every time they master a video game. some day AI will be able to do the same, for the real world. cc @yudeapearl @eliasbareinboim

      1 reply 0 retweets 3 likes
    5. Keith‏ @keithwynroe Sep 9
      • Report Tweet
      Replying to @GaryMarcus @AlexVasilescu and

      It's one thing to teach AI how to reason about counterfactuals given a causal model (e.g. do-calculus @yudapearl) - seems like another (much harder) problem to generate these causal models from scratch like the human brain can seemingly do super easily from a young age

      3 replies 0 retweets 5 likes
      Gary Marcus‏ @GaryMarcus Sep 9
      • Report Tweet
      Replying to @keithwynroe @AlexVasilescu and

      yes!

      6:34 AM - 9 Sep 2019
      • 2 Likes
      • Keith Alex Vasilescu
      0 replies 0 retweets 2 likes

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